{"id":"W4389298070","doi":"10.48175/ijarsct-14012","title":"Review on Natural Colorants Used in Cosmetic","year":2023,"lang":"en","type":"article","venue":"International Journal of Advanced Research in Science Communication and Technology","topic":"Botanical Research and Applications","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montfort Hospital","funders":"","keywords":"Cosmetics; Polyphenol; Curcumin; Chemistry; Nanotechnology; Biochemical engineering; Polymer science; Organic chemistry; Engineering; Materials science; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002483217,0.0008678118,0.0008172959,0.002152377,0.0003644908,0.0008096309,0.0005532836,0.0005738887,0.008557551],"category_scores_gemma":[0.0003253434,0.0002782824,0.0005612784,0.002007971,0.0002468337,0.001039928,0.0005534269,0.0008850414,0.003778957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003129534,"about_ca_system_score_gemma":0.0007012007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007184425,"about_ca_topic_score_gemma":0.001179049,"domain_scores_codex":[0.9998189,0.0000247822,0.0000253741,0.00004065604,0.00007133916,0.00001900521],"domain_scores_gemma":[0.9998355,0.00006296513,0.00003403677,0.000007391912,0.00004615022,0.0000138729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001323231,0.0001576197,0.000211834,0.05433044,0.0001695517,0.0006306112,0.000176625,0.0005560225,0.0351761,0.005352234,0.05339102,0.8497157],"study_design_scores_gemma":[0.000004958714,0.00008819727,0.0005733099,0.001912594,0.00008093235,0.0008717253,0.00003998983,0.00004275379,0.003191132,0.0006004084,0.9925787,0.0000153199],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007554431,0.9913754,0.0005823116,0.0002209785,0.0005679548,0.00001673549,0.0001159933,0.00002727928,0.006337853],"genre_scores_gemma":[0.003219189,0.9909058,0.0007353076,0.0003954289,0.0003414696,0.00001932143,0.0001730923,0.000008071936,0.004202245],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008557551,"threshold_uncertainty_score":0.02862787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1154005607674168,"score_gpt":0.4703684452485991,"score_spread":0.3549678844811823,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}